LORA微调系列 (一)：LORA和它的基本原理 - 知乎 LORA 是一种低资源微调大模型方法，出自论文 LoRA: Low-Rank Adaptation of Large Language Models。 使用 LORA，训练参数仅为整体参数的万分之一、GPU显存使用量减少2 3且不会引入额外的推理耗时。 本文将为大家逐步揭示LoRA的原理。 普通玩家微调大模型的困境
一文吃透 LORA：从原理到应用，大模型轻量微调技术全解析 LORA 由微软研究员 Edward J Hu 等人在2021年提出，原论文为《LoRA: Low-Rank Adaptation of Large LanguageModels》 2、 为什么要用“LORA”? 1计算资源需求低 只需训练极少量参数，显著降低显存和计算开销。 训练速度更快，甚至在消费级显卡上也能完成微调。 2 性能接近全量
LoRa - Wikipedia The LoRa Alliance is nonprofit organization located in Fremont, California supporting the LoRaWAN standard and deployments in remote or hard-to-reach locations
LoRa_百度百科 LoRa是Semtech公司开发的一种低功耗局域网无线标准，其名称源于远距离无线电（Long Range Radio），最大特点是在同等功耗条件下比其他无线方式传播距离更远，实现了低功耗和远距离的统一，通信距离可达传统无线射频技术的3-5倍。
LoRa Alliance - Homepage - LoRa Alliance® As active participants in the LoRa Alliance reputable community, we’ve successfully introduced and promoted our latest devices and case studies reaching the right audience with trusted technology
What are LoRa and LoRaWAN? - The Things Network LoRa is a wireless modulation technique derived from Chirp Spread Spectrum (CSS) technology It encodes information on radio waves using chirp pulses - similar to the way dolphins and bats communicate!
Semtech LoRa Technology Overview | Semtech What Is LoRa®? LoRa is the de facto wireless platform of Internet of Things (IoT) Semtech's LoRa chipsets connect sensors to the Cloud and enable real-time communication of data and analytics that can be utilized to enhance efficiency and productivity